1. Import Libraries

2. Exploring The Data

Visualize Top 15 Primary Types of Crime

Visualize Top 15 Locations where crimes occured

Crimes per year

Crimes per Month

Crimes per Quarter

3. Data Preprocessing

Make new dataframe with Date and it's count Monthly bases to feed the data to Prophet

Change Column names as what Prophet will attain

4. Make Prediction

Predict for Next 1 year

Visualize the trend

Here we can see the trend will be rather stable for the next year. There maybe some huge ups and downs but overall slighly on the lower side.

Predict for next 2 years

Chicago's deadliest day since reliable digital records began in 1991 occurred on May 31, 2020, with 18 murders committed. This day was part of a three-day weekend that saw 85 shootings in the city. Reports indicate that the victims were of various ages and occupations. The violence was framed by the George Floyd protests, but researchers said it was unheard of and unable to be contextualized.